Novel sequential methods in dose-finding designs : extensions of the continual reassessment method


Autoria(s): Darssan, Darsy
Data(s)

2014

Resumo

Dose-finding trials are a form of clinical data collection process in which the primary objective is to estimate an optimum dose of an investigational new drug when given to a patient. This thesis develops and explores three novel dose-finding design methodologies. All design methodologies presented in this thesis are pragmatic. They use statistical models, incorporate clinicians' prior knowledge efficiently, and prematurely stop a trial for safety or futility reasons. Designing actual dose-finding trials using these methodologies will minimize practical difficulties, improve efficiency of dose estimation, be flexible to stop early and reduce possible patient discomfort or harm.

Formato

application/pdf

Identificador

http://eprints.qut.edu.au/69374/

Publicador

Queensland University of Technology

Relação

http://eprints.qut.edu.au/69374/1/Darsy_Darssan_Thesis.pdf

Darssan, Darsy (2014) Novel sequential methods in dose-finding designs : extensions of the continual reassessment method. PhD thesis, Queensland University of Technology.

Fonte

Institute of Health and Biomedical Innovation; School of Mathematical Sciences; Science & Engineering Faculty

Palavras-Chave #Continual Reassessment Method #Global cross-ratio #Adverse event relatedness #EM Algorithm #Prior data
Tipo

Thesis